for two distributions \(\rho _1,\rho _2\) ; see Lemma 2.4 of [1]} (note that the definition of Hellinger distance there is scaled by a constant factor \(\sqrt{2}\) ). The Hellinger distance is also useful because it can be used to bound the bias of a Monte Carlo estimator as shown in [2]}.

